Robust Feature Space Optimization and Noise Removal from PCG - Softcover

Ukil, Arijit; Roy, Uttam Kumar

 
9786138388869: Robust Feature Space Optimization and Noise Removal from PCG
Softcover
ISBN 10: 6138388860 ISBN 13: 9786138388869
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

In this book, we have proposed a novel noise removal method of PCG signals using robust feature space optimization. The proposed method identifies the noisy PCG signals and eliminates them to ensure effective clinical analytics. We depict more than 85% accuracy and high specificity of identifying noisy PCG signals while experimenting over annotated PCG datasets from large publicly available MIT-Physionet database. We have also shown that propose noise removal has the capability to significantly improve the clinical utility like detection of cardiac normal/ abnormal condition from heart sound or PCG signals.

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Über die Autorin bzw. den Autor

Arijit Ukil has more than 15 years of research experience, worked as Scientist in DRDO, India. Currently he is Scientist in Tata Consultancy Services, India. He has published more than 50 research papers, 4 book chapters, 40 patents with 15 grants. He holds Masters in Engineering from Jadavpur University, India. He is a Senior Member, IEEE.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
6138388860
ISBN 13 
9786138388869
Einband
Taschenbuch
Anzahl der Seiten
88
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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